Suhas.R

....

[Vir Das @thevirdas]

The Office Way way way way better than Friends. Fight me.

[Stefanie @fastpitstop]

Literally everyone was celebrating that Verstappen DNF😂

[Elon Musk @elonmusk]

Starship will make life multiplanetary

[SpaceX @SpaceX]

Starship’s Raptor engines have ignited during hot-staging separation. Super Heavy is executing the flip maneuver

[SpaceX @SpaceX]

Starship’s flight trajectory for today's test

[Natalia Soria @natysh16]

@EndWokeness Reality is the best comedy

[Elon Musk @elonmusk]

@EndWokeness Gemini is indeed just the tip of the iceberg. The same is being done with Google search.

[Andrej Karpathy @karpathy]

The most unknown most common shortcut I use on my MacBook is:

- Command+Option+Shift+4 to select a small part of the screen and copy it into clipboard as an image
- Command+Shift+4 to do the same, but save it as a file on Desktop as png

Life-changing.

[Sam Altman @sama]

thanks a lot for these! some common requests:

AGI (a little patience please)
GPT-5
better voice mode
higher rate limits
better GPTs
better reasoning
control over degree of wokeness/behavior
video
personalization
better browsing
'sign in with openai'
open source

[Lex Fridman @lexfridman]

Elon and Alex Jones in conversation on X. Simulation confirmed 🤣

[Suhas.R @suhas_R_]

@guppebek 🤦‍♂️ he might be just playin with the mic 😂😂

[Suhas.R @suhas_R_]

@sumitkbehal Abe bsdk 🤦‍♂️

[Suhas.R @suhas_R_]

I find this comfortable

[LilMoonLambo @LilMoonLambo]

men will make 7 figures in a bull market and live like this

[Andrej Karpathy @karpathy]

# On the "hallucination problem"

I always struggle a bit with I'm asked about the "hallucination problem" in LLMs. Because, in some sense, hallucination is all LLMs do. They are dream machines.

We direct their dreams with prompts. The prompts start the dream, and based on the LLM's hazy recollection of its training documents, most of the time the result goes someplace useful.

It's only when the dreams go into deemed factually incorrect territory that we label it a "hallucination". It looks like a bug, but it's just the LLM doing what it always does.

At the other end of the extreme consider a search engine. It takes the prompt and just returns one of the most similar "training documents" it has in its database, verbatim. You could say that this search engine has a "creativity problem" - it will never respond with something new. An LLM is 100% dreaming and has the hallucination problem. A search engine is 0% dreaming and has the creativity problem.

All that said, I realize that what people *actually* mean is they don't want an LLM Assistant (a product like ChatGPT etc.) to hallucinate. An LLM Assistant is a lot more complex system than just the LLM itself, even if one is at the heart of it. There are many ways to mitigate hallcuinations in these systems - using Retrieval Augmented Generation (RAG) to more strongly anchor the dreams in real data through in-context learning is maybe the most common one. Disagreements between multiple samples, reflection, verification chains. Decoding uncertainty from activations. Tool use. All an active and very interesting areas of research.

TLDR I know I'm being super pedantic but the LLM has no "hallucination problem". Hallucination is not a bug, it is LLM's greatest feature. The LLM Assistant has a hallucination problem, and we should fix it.

</rant> Okay I feel much better now :)

[Suhas.R @suhas_R_]

@AvivaKlompas This is good lesser casualties in this war

[Suhas.R @suhas_R_]

We need a dedicated multimodal app for bard with #GeminiAI @sundarpichai @Google

[Suhas.R @suhas_R_]

@Cule_Ben I might have only 3 or 4 GTA’s left before i die #GTA6 #RockstarGames

[Ferminator @Cule_Ben]

Me trying not to die before GTA 6 drops in 2025
#GTA6trailer #GTA6 #GTAVI
https://t.co/ncASwH8CHU

[Suhas.R @suhas_R_]

@GiorgiaMeloni @narendramodi Corporate wants you to find difference between these images #Melodi

[News & Statistics @News_Statistic]

@GiorgiaMeloni @narendramodi Me,macron ,Putin &amp; joe biden to modi ji 🤭😂#melodi https://t.co/qtRi2sWUtz